Web page ad slot identification

ABSTRACT

Systems and methods of identifying ad elements of web pages via a computer network are provided. A script configured to identify an ad slot on a web page can be obtained by at least one data processing system having an ad slot evaluation module. The script can be executed to obtain advertisement parameters of the ad slot and web page parameters of the ad slot and generate a unique identifier of the ad slot. The generated unique identifier is associated with a URL identifier of the web page. The data processing system evaluates at least one database to determine one of a presence and an absence of the historical ad slot data. The data processing system provides content for display in the ad slot of the web page based at least in part on a result of the evaluation of the database.

RELATED APPLICATION

The present application claims priority to and is a continuation of U.S.Non-provisional application Ser. No. 13/369,281, entitled “Web Page AdSlot Identification” and filed on Feb. 8, 2012, which is incorporatedherein by reference in its entirety for all purposes.

BACKGROUND

Advertisements (or ads) can be placed at various locations on a webpage. Advertisements can also be of different size or shape, or havedifferent content requirements. An advertisement suitable for placementat one location of a web page may not be suitable at another location.In addition, advertisements placed at different locations of the webpage perform differently. Furthermore, web page content and layout canbe changed, for example by web page publishers, from time to time. Suchchanges can alter the location of advertisements on the web page.

SUMMARY

At least one aspect is directed to a computer implemented method ofidentifying ad elements of web pages via a computer network. The methodobtains, by at least one data processing system having an ad slotevaluation module, a script configured to identify an ad slot on a webpage. The method executes the script to obtain advertisement parametersof the ad slot and web page parameters of the ad slot. Based on theadvertisement parameters and the web page parameters, the methodgenerates a unique identifier of the ad slot. The generated uniqueidentifier is associated with a URL identifier of the web page. Themethod evaluates at least one database to determine one of a presence ofhistorical ad slot data and an absence of the historical ad slot data bysearching for a historical unique identifier that matches the uniqueidentifier. The historical unique identifier is associated with the URLidentifier of the web page. The method provides content for display inthe ad slot of the web page based at least in part on a result of theevaluation of the database.

At least one aspect is directed to a system of identifying ad elementsof web pages via a computer network. The system includes at least onedata processing system having an ad slot evaluation module. The at leastone data processing system can obtain a script configured to identify anad slot on a web page. The data processing system can execute the scriptto obtain advertisement parameters of the ad slot and web pageparameters of the ad slot. Based on the advertisement parameters and theweb page parameters, the data processing system can generate a uniqueidentifier of the ad slot. The generated unique identifier is associatedwith a URL identifier of the web page. The data processing system canevaluate at least one database to determine one of a presence ofhistorical ad slot data and an absence of the historical ad slot data bysearching for a historical unique identifier that matches the uniqueidentifier. The historical unique identifier is associated with the URLidentifier of the web page. The data processing system can providecontent for display in the ad slot of the web page based at least inpart on a result of the evaluation of the database.

At least one aspect is directed to a non-transitory computer-readablemedium having machine instructions stored therein. The instructions areexecutable by one or more processors to cause the one or more processorsto perform operations comprising instructions to obtain a scriptconfigured to identify an ad slot on a web page. The instructionsexecute the script to obtain advertisement parameters of the ad slot andweb page parameters of the ad slot. Based on the advertisementparameters and the web page parameters, the instructions generate aunique identifier of the ad slot. The generated unique identifier isassociated with a URL identifier of the web page. The instructionsevaluate at least one database to determine one of a presence ofhistorical ad slot data and an absence of the historical ad slot data bysearching for a historical unique identifier that matches the uniqueidentifier. The historical unique identifier is associated with the URLidentifier of the web page. The instructions provide content for displayin the ad slot of the web page based at least in part on a result of theevaluation of the database.

These and other aspects and embodiments are discussed in detail below.The foregoing information and the following detailed description includeillustrative examples of various aspects and embodiments, and provide anoverview or framework for understanding the nature and character of theclaimed aspects and embodiments. The drawings provide illustration and afurther understanding of the various aspects and embodiments, and areincorporated in and constitute a part of this specification.

BRIEF DESCRIPTION OF THE DRAWINGS

The accompanying drawings are not intended to be drawn to scale. Likereference numbers and designations in the various drawings indicate likeelements. For purposes of clarity, not every component may be labeled inevery drawing. In the drawings:

FIG. 1 illustrates an example system of identifying ad elements of webpages via a computer network.

FIG. 2A illustrates an example of HTML code for a web page thatindicates advertisement parameters and the web page layout that can beused to identify web page parameters.

FIG. 2B illustrates an example script code that can be executed todetermine the web page parameters from the web page layout.

FIG. 3 illustrates a flow diagram depicting a method of identifying adelements of web pages via a computer network.

FIG. 4 is a block diagram of a computer system in accordance with anillustrative implementation.

Like reference numbers and designations in the various drawings indicatelike elements.

DETAILED DESCRIPTION

Following below are more detailed descriptions of various conceptsrelated to, and embodiments of, methods, apparatuses, and systems foridentifying ad elements of web pages in order to provide content to webpages, such as advertisements, via a computer network. The variousconcepts introduced above and discussed in greater detail below may beimplemented in any of numerous ways, as the described concepts are notlimited to any particular manner of implementation. Examples of specificimplementations and applications are provided primarily for illustrativepurposes.

When a user device accesses a web page, a web page server of the webpage can provide webpage data to the user device. The web page data maycause the user device to retrieve an advertisement from an advertisementserver (or other advertisement providers) via a computer network. Theadvertisements may be placed at various locations on the web page. Forexample, advertisements may be placed on top of the web page, in abanner, on a side of the webpage, or above the fold of the web page. Inthe context of online advertisement, above the fold may refer to thepart of a web page that is first visible upon rendering of a web pagewithout scrolling. The ad slots at these different locations of the webpage can have different size, shape, or content requirements. As aresult, an ad suitable for placement at one location may not be suitableat another location. In some cases, a content provider such as anadvertiser may only want to place its ads on some locations and may bewilling to pay more for those locations. For example, an advertiser mayonly want its ads to be placed above the fold.

Web page layouts can change with time, and the parameters and locationsassociated with the ad slots may also change when web page publisherschange the web page layout. It can be beneficial for an advertisementserver to determine when parameters and locations associated with the adslots change in order to provide suitable ads based on any changedparameters and locations. The systems and methods described hereingenerate unique identifiers for ad slots. From the unique identifiers,the systems and methods identify changes (or the lack thereof) to webpage layouts and can use this information to identify content suitablefor the ad slots and/or to more accurately track advertisementperformance and effectiveness as the web page evolves and changes withtime.

FIG. 1 illustrates an example system 100 of identifying ad elements ofweb pages via a computer network, such as network 105. The network 105can include computer networks such as the Internet, local, wide, ormetro or other area networks, intranets, or other computer networks suchas data or voice mobile telephone communication networks. Network 105can also include any number of computing devices (e.g., computer,servers, routers, network switches, etc.) that are configured to receiveand/or transmit data within network 105. Network 105 can further includeany number of hardwired and/or wireless connections. For example, userdevice 120 may communicate wirelessly (e.g., via WiFi, cellular, radio,etc.) with a transceiver that is hardwired (e.g., via a fiber opticcable, a CAT5 cable, etc.) to other computing devices in network 105.

The system 100 can include at least one data processing system 110. Thedata processing system 110 includes at least one processor or otherlogic device to communicate with at least one user device 115 and/or atleast one web page server 120 via the network 105. In someimplementations, the data processing system 110 includes at least one adslot evaluation module 130, at least one ad server 135, and at least onedatabase 140.

The user device 115 can include computing devices such as a computer,laptop, desktop, smart phone, tablet, personal digital assistant, orserver device configured to communicate with other devices via thenetwork 105. The user device 115 can execute a software application(e.g., a web browser or other application) to retrieve content fromother devices over network 105.

The web page server 120 can include a computer having a serverconfigured to host at least one web page. For example, the web pageserver 120 may be a computer server (e.g., an FTP server, file sharingserver, web server, etc.) or a combination of servers (e.g., a datacenter, a cloud computing platform, etc.). The web page server 120 canprovide webpage data and/or other content (e.g., text documents, PDFfiles, and other forms of electronic documents) to user device 115. Inone implementation, the user device 115 can access the web page server120 via the network 105 to request access to a web page of the web pageserver 120. Portions of the web page can be dedicated for content suchas advertisements. For example, the web page can include ad slotsconfigured to receive third party content such as advertisementsprovided by, for instance, an advertiser.

Responsive to a request for access to a web page (e.g., by the userdevice 115), the web page server 120 can provide webpage data to userdevice 115 that causes user device 115 to communicate with the dataprocessing system 110 and request content for display in an ad slot ofthe web page (e.g., the webpage data may include an advertisement tag).The data processing system 110 can identify this content and provide thecontent from the database 140 (or instruct a content provider, forexample an advertiser, to provide the content) for display with the webpage.

According to various implementations, web page server 120 may providewebpage data to user device 115 that includes one or more advertisementtags. In general, an advertisement tag may be any piece of webpage codeassociated with placing an advertisement into an ad slot of a webpage.In some implementations, an advertisement tag may define an ad slot on awebpage for an advertisement, or an ad slot for an out of pageadvertisement (e.g., an interstitial advertisement slot). In oneimplementation, web page server 120 may provide webpage data that causesuser device 115 to retrieve an advertisement from ad server 135. Inanother implementation, the advertisement may be provided by ad server135 to web page server 120 and provided as part of the webpage data sentto user device 115.

In some implementations, the data processing system 110 obtains ascript. The script (e.g., JavaScript) can be executed to obtainadvertisement parameters of the ad slot and the web page parameters ofthe ad slot. For example, the script can include a segment of computerimplemented code created by a programmer and provided to the dataprocessing system 110. In one implementation, the script can beretrieved from the database 140 and provided from the data processingsystem 110 to the user device 115 for execution at the user device 115.The script, when executed, can read the advertisement parameters and theweb page parameters from the web page. In another implementation, thedata processing system 110 can provide the script from the database 140to the web page server 120. In this implementation, the script canexecute at the web page server 120 to obtain the advertisementparameters and the web page parameters.

In one implementation, the ad server 135 can provide the script toanother data processing system component (e.g., the ad slot evaluationmodule 130) for execution. In another implementation, the ad server 135can be a separate component from the data processing system 110. Forexample, the data processing system 110 can be part of the user device115 or web page server 120. In this example, the data processing system110 can be configured to communicate with the ad server 135 via thenetwork 105 and the script, which is provided by the ad server 135, canexecute at the data processing system 110. In another example, the adslot evaluation module 130 is included in the ad server 135.

The advertisement parameters can include parameters, for example, thatindicate characteristics of the advertisement such as an ad width, an adheight, an ad type (e.g., image, text, audio, video), an ad format(e.g., ‘728×90_pas_abgc’), and an ad slot name (e.g., ‘leader board’).The web page parameters can include, for example, identifiers of parentnodes of the ad slot in a hierarchical structure of the web page.

FIG. 2A illustrates an example of HTML code for a web page thatindicates advertisement parameters and the web page layout that can beused to identify web page parameters. In this example, the advertisementparameters (such as slotname=‘leader board’; ad width=‘720’; adheight=‘16’; ad format=‘720×16_as’; and ad type=‘text’) are enclosedbetween the first set of <script type=“text/javascript”>and </script>tags. The advertisement parameters generally indicate characteristics ofan advertisement, such as ad dimensions or they type of ad, such asvideo or text. In other implementations, advertisement parameters mayinclude fewer, additional, or any other different parameters.

Further, in the example in FIG. 2A, the document (or web page) isdivided into three sections or elements by the <div> tags. Usually, a<div> tag can allow HTML and XML documents to be divided into sectionsor elements. A <div> may support various attributes, such as class(e.g., specifies a classname for an element), dir (e.g., specifies thetext direction for the content in an element), id (e.g., specifies an idfor an element), lang (specifies a language code for the content in anelement), style (specifies an inline style for an element), etc. In theabove example, the first <div> tag has an id of ‘id1’, the second <div>tag has no id, while the third <div> has an id of ‘id3’.

Continuing with the example in FIG. 2A, the JavaScript applicationprogramming interface (API) call (e.g., <script type=“text/javascript”src=“http://pagead2.example.com/pagead/show_ads.js”>) may be invoked,for example in one implementation, when user device 115 requests anadvertisement from ad server 135. In one implementation, when the API iscalled, script code may be executed to obtain advertisement parametersand web page parameters.

In one implementation, the web page parameters may include severalidentifiers of DOM elements (e.g., identifiers of parent nodes of the adslot in a hierarchical structure of the web page). The web pageparameters can represent characteristics or attributes (e.g., layout,location, etc.) of the ad slots of the web page. This information can beused by the data processing system 110 to identify ad slotcharacteristics such as the location of an ad slot on a web page. Whenthe location of an ad slot changes, the identifiers of parent nodes ofthe ad slot may also change. FIG. 2B illustrates an example script codethat can be executed to determine the web page parameters from the webpage layout. The web page parameters can be used to determine the uniqueidentifier of the ad slot. For example, with reference to FIGS. 2A and2B, the script may be executed to determine the web page parameter(represented by the identifier id3 in FIG. 2A). In this example, the DOMelement ‘id3’ is a web page parameter that identifies a DOM elementassociated with the ad slot. In one implementation, once the closest (orinnermost) element id is obtained, the script may retrieve other the idsof the parent nodes of the ad slot. The web page parameters can berepresented by the ids of the parent nodes of the ad slots (asillustrated in FIG. 2A). In other implementations, the web pageparameters may be represented by other attributes of the parent nodes ofthe ad slots (e.g., class, lang, style, etc.).

The system 100 can also generate a unique identifier of the ad slotbased on the advertisement parameters and the web page parameters. Insome implementations, the unique identifier can be generated at the userdevice 115 or web page server 120. For example, the unique identifiercan be generated when the JavaScript API call is invoked as illustratedin FIG. 2A. In other implementations, the unique identifier can begenerated at the data processing system 110 which, in oneimplementation, includes the ad slot evaluation module 130 and the adserver 135. For example, the unique identifier can be generated afterthe data processing system 110 receives the advertisement parameters andthe web page parameters.

In one implementation, the data processing system 110 can generate aunique identifier for the ad slot using a map routine (e.g., a hashfunction). For example, the advertisement parameters and the web pageparameters can be input into a hash function to generate a uniqueidentifier. In one implementation, the advertisement parameters may beconcatenated into a string. For example, a string of ‘leader board 72016 300×250_as text’ may be produced by concatenating the advertisementparameters in the example in FIG. 2A. In another example, a string of‘id3’ ‘id1’ may be produced for the DOM elements (web page parameters)in FIG. 2A. In one implementation, the two strings of advertisementparameters and web page parameters may be combined with ‘:’ and inputinto a hash function to generate a unique identifier. In oneimplementation, a 32-bit integer may be generated as the uniqueidentifier by the hash function. For example, a unique identifier withthe value of 2249068286 may be generated. In other implementations, theunique identifier may be generated in other forms or types.

In some implementations, the data processing system 110 determineswhether or not the database 140 includes information about the ad slotthat is part of the web page requesting content. For example, the dataprocessing system 110 can determine whether or not information aboutthis ad slot already exists. The ad slot evaluation module 130 (or otherdata processing system component) can search the database 140 forexisting historical ad slot information by matching the uniqueidentifier with historical data about that ad slot. Continuing with thisexample, the data processing system 110 may have already providedcontent for a previous rendering of the same ad slot in a web page, anda historical unique identifier may have been generated at that time, andstored in the database. In one implementation, the same ad slot willgenerate the same identifier when the advertisement parameters and webpage parameters remain constant. For example, the same ad slot willgenerate the same unique identifier each time that the data processingsystem 110 receives a request to provide content for that ad slot. Thead server 135 can provide content for display, and store in the database140 information about the content that was provided. The information canindicate the type of ad slot (e.g., expanding, banner, above the fold),the location of the ad slot (e.g., X and Y coordinates on the web page),whether or not the content was clicked on or converted when it wasdisplayed, and what content was previously provided for display in thead slot.

Information about this previous rendering can be considered by dataprocessing system components (e.g., the ad server 135 or the ad slotevaluation module 130) to identify suitable content to provide to the adslot responsive to a present request for content. For example, if an addisplayed in that ad slot in the past were successful, the ad server 135can provide the same or similar content in response to a presentrequest. Various metrics can be used to determine the success of contentdisplayed in ad slots, such as click through or conversion rate of thecontent, for example.

In one implementation, the data processing system 110 evaluates thedatabase 140 to determine that historical ad slot data is present. Forexample, the data processing system 110 can compare the uniqueidentifier generated in response to a present request for content with ahistorical unique identifier generated in response to a previous requestfor content. Ad slots of different web pages can generate the sameunique identifier when, for example, they have the same advertisementparameters and web page parameters. Thus, in one implementation, thedata processing system 110 searches for a match between the uniqueidentifier and a historical unique identifier. In this example,identifying the presence of historical data in the database isdetermined when the unique identifier and historical unique identifiercorrespond to the same web page (e.g., same uniform resource locator(URL) identifier of the web page). In another example, the search for amatch is based on the domain name instead of the URL identifier. Forexample, ad slots with the same unique identifier may appear on twodifferent web pages (having different URL identifiers) of the same website domain name. In this example, the two different URL identifiersshare a common domain name and the data processing system can determinefrom this information and a unique identifier match that historical adslot data exists in the database 140.

In some implementations, the data processing system 110 identifies theabsence of a match (e.g., determines that there is no historical ad slotdata in the database 140 that corresponds to an ad slot of a web pagerequesting content). In this example, the ad server 135 may providecontent based at least in part on the advertisement parameters obtainedduring execution of the script, without considering historicalinformation.

In one implementation, the data processing system 110 provides contentfor display in the ad slot. For example, the ad server 135 can identifycontent (e.g., an advertisement) based on the advertisement parametersand historical ad slot data (when identified by the data processingsystem 110 as being present). The ad server 135 may also consideradditional information such as Internet activity of a user of the userdevice 115 requesting access to the web page, or information about thecontent of the web page (e.g., the subject matter of the web page).

For example, in one implementation, after a match is found between theunique identifier and the historical unique identifier, the location ofan ad slot in the historical ad slot data may be used to identifywhether the ad slot is above the fold, below the fold, in the middle,etc. For instance, when the ad slot is identified as an above the foldad slot, advertisements that are specifically requested to be placedabove the fold may be retrieved. In another example, when the ad slot isidentified as a below the fold ad slot, advertisements that arespecifically requested to be placed above the fold may not be retrieved.In some implementations, when the unique identifier does not match anyhistorical unique identifiers for the web page, advertisements that haveno specific requirements regarding where to be placed can be used. Forexample, if an advertisement is configured for placement at a locationabove the fold of a web page, the above the fold advertisement may not,in this example, be placed in this ad slot because the location of thisad slot on the web page (e.g., above or below the fold) may be unknown.

In some implementations, the unique identifier can be used to identifythe same template within the same domain so that different web pages ofthe same template can be clustered together. For example, if within thesame domain, the ad slots on two different web pages have the sameunique identifier, it may be determined that the two web pages use thesame template. Thus, only one template (rather than two web pages) maybe required to be stored into the database, and thus more databaseresources can be saved. In one implementation, the unique identifier canbe used for targeting or analysis. For example, the unique identifiercan be used to help accurately track the click through rate of an adslot. For example, when an ad slot location is changed, the uniqueidentifier is changed, and thus the evaluation or calculation of theclick through rate of the ad slot should be reset or restarted.

FIG. 3 illustrates a flow diagram depicting a method 300 of identifyingad elements of web pages via a computer network. The method 300 canobtain a script configured to identify an ad slot on a web page (BLOCK205). For example, a data processing system having an ad slot evaluationmodule can obtain a script which is configured to identify an ad slot ona web page. In some implementations, the script may be provided by an adserver to a user device or a web page server after the ad serverreceived a request for subject matter or content (e.g., anadvertisement) to display in the ad slot of the web page.

The method 300 can execute the script to obtain advertisement parametersof the ad slot and web page parameters of the ad slot (BLOCK 210). Insome implementations, the script is configured to execute at the userdevice (e.g., in a web browser) to obtain the advertisement parametersand the web page parameters. In other implementations, the script isconfigured to execute at the web page server to obtain the advertisementparameters and the web page parameters. In one implementation, theadvertisement parameters can include, for example, at least one of an adwidth, an ad height, an ad type, an ad format, and an ad slot name. Theweb page parameters can include, for example, identifiers of parentnodes of the ad slot in a hierarchical structure of the web page.

The method 300 can generate a unique identifier based on theadvertisement parameters and the web page parameters (BLOCK 215). Thegenerated unique identifier can be associated with a URL identifier ofthe web page. In some implementations, the unique identifier can begenerated at the user device or the web page server when the script isexecuted. In these implementations, the unique identifier may then bereceived by the ad server for further processing. In otherimplementations, the unique identifier can be generated at the ad serverafter the ad server receives the advertisement parameters and the webpage parameters. In one implementation, the unique identifier may begenerated by using a hash function. For example, in one implementation,the unique identifier may be generated by concatenating theadvertisement parameters into a first string and concatenating the webpage parameters into a second string, combining the first string and thesecond string into a combined string, and inputting the combined stringinto the hash function.

The method 300 can determine the presence or absence of historical adslot data (BLOCK 220). For example, the data processing system (e.g., anad slot evaluation module) can evaluate at least one database for theexistence of historical ad slot data by searching for a match betweenthe unique identifier and a historical unique identifier. The historicalunique identifier can be associated with the URL identifier of the webpage. In one example, a match between the unique identifier and thehistorical unique identifier can be identified.

In a second example, no match (i.e., the absence of a match) can beidentified between the unique identifier and the historical uniqueidentifier. Continuing with this example, the data processing system maythen identify a domain name of the web page associated with the URLidentifier of the web page. The data processing system may furtherassociate the unique identifier with the domain name and associate thehistorical unique identifier with the domain name. In this example, thedata processing system may detect a match between the unique identifierand the historical unique identifier. In a third example, no match maybe identified between the unique identifier and the historical uniqueidentifier when they both are associated with the domain name. In theabove examples, when a match is identified between the unique identifierand the historical unique identifier, it may indicate that historical adslot data is present or available for the ad slot; when no match isidentified, it may indicate that historical ad slot data is not presentor available for the ad slot.

The method 300 can provide content or subject matter (e.g., anadvertisement) for display in the web page ad slot based at least inpart on the result of the evaluation of the database (BLOCK 225). Insome implementations, when a match is identified between the uniqueidentifier and the historical unique identifier, the data processingsystem may select content (e.g., an advertisement) based at least inpart on the historical ad slot data. For example, the historical ad slotdata may include the historical unique identifier, the URL identifier ofthe web page, the location of an ad slot on the web page, and anindication of ad slot activity including at least one of a click throughrate, a conversion rate, a click through volume, a conversion volume, atype of advertisement, etc. In one implementation, in addition to thehistorical ad slot data, the content may also be selected based on, forexample, advertisement parameters. In other implementations, when nomatch is identified between the unique identifier and the historicalunique identifier, the data processing system may select content basedat least in part on advertisement parameters, without consideringhistorical information. The content (e.g., an advertisement) selectedmay then be provided for display in the ad slot of the web page.

FIG. 4 is a block diagram of a computer system in accordance with anillustrative implementation. The computer system or computing device 400can be used to implement any of the computer systems discussed herein(including the system 100 and its components such as the ad slotevaluation module 130) in accordance with some embodiments. Thecomputing system 400 includes a bus 405 or other communication componentfor communicating information and a processor 410 or processing circuitcoupled to the bus 405 for processing information. The computing system400 can also include one or more processors 410 or processing circuitscoupled to the bus for processing information. The processors 410 can beincluded in the data processing system 110 or the other components ofthe system 100. The computing system 400 also includes main memory 415,such as a random access memory (RAM) or other dynamic storage device,coupled to the bus 405 for storing information, and instructions to beexecuted by the processor 410. Main memory 415 can also be used forstoring position information, temporary variables, or other intermediateinformation during execution of instructions by the processor 410. Thecomputing system 400 may further include a read only memory (ROM) 410 orother static storage device coupled to the bus 405 for storing staticinformation and instructions for the processor 410. A storage device425, such as a solid state device, magnetic disk or optical disk, iscoupled to the bus 405 for persistently storing information andinstructions.

The computing system 400 may be coupled via the bus 405 to a display435, such as a liquid crystal display, or active matrix display, fordisplaying information to a user. An input device 430, such as akeyboard including alphanumeric and other keys, may be coupled to thebus 405 for communicating information and command selections to theprocessor 410. In another implementation, the input device 430 has atouch screen display 435. The input device 430 can include a cursorcontrol, such as a mouse, a trackball, or cursor direction keys, forcommunicating direction information and command selections to theprocessor 410 and for controlling cursor movement on the display 435.

According to various implementations, the processes described herein canbe implemented by the computing system 400 in response to the processor410 executing an arrangement of instructions contained in main memory415. Such instructions can be read into main memory 415 from anothercomputer-readable medium, such as the storage device 425. Execution ofthe arrangement of instructions contained in main memory 415 causes thecomputing system 400 to perform the illustrative processes describedherein. One or more processors in a multi-processing arrangement mayalso be employed to execute the instructions contained in main memory415. In alternative implementations, hard-wired circuitry may be used inplace of or in combination with software instructions to effectillustrative implementations. Thus, implementations are not limited toany specific combination of hardware circuitry and software.

Although an example computing system has been described in FIG. 4,implementations of the subject matter and the functional operationsdescribed in this specification can be implemented in other types ofdigital electronic circuitry, or in computer software, firmware, orhardware, including the structures disclosed in this specification andtheir structural equivalents, or in combinations of one or more of them.The subject matter described in this specification can be implemented asone or more computer programs, i.e., one or more modules of computerprogram instructions, encoded on one or more computer storage media forexecution by, or to control the operation of, data processing apparatus.Alternatively or in addition, the program instructions can be encoded onan artificially-generated propagated signal, e.g., a machine-generatedelectrical, optical, or electromagnetic signal that is generated toencode information for transmission to suitable receiver apparatus forexecution by a data processing apparatus. A computer storage medium canbe, or be included in, a computer-readable storage device, acomputer-readable storage substrate, a random or serial access memoryarray or device, or a combination of one or more of them. Moreover,while a computer storage medium is not a propagated signal, a computerstorage medium can be a source or destination of computer programinstructions encoded in an artificially-generated propagated signal. Thecomputer storage medium can also be, or be included in, one or moreseparate components or media (e.g., multiple CDs, disks, or otherstorage devices). Accordingly, the computer storage medium is bothtangible and non-transitory.

The operations described in this specification can be performed by adata processing apparatus on data stored on one or morecomputer-readable storage devices or received from other sources.

The terms “data processing apparatus” or “data processing system” or“computing device” or “processing circuit” encompass all kinds ofapparatus, devices, and machines for processing data, including by wayof example a programmable processor, a computer, a system on a chip, ormultiple ones, or combinations of the foregoing The apparatus caninclude special purpose logic circuitry, e.g., an FPGA (fieldprogrammable gate array) or an ASIC (application-specific integratedcircuit). The apparatus can also include, in addition to hardware, codethat creates an execution environment for the computer program inquestion, e.g., code that constitutes processor firmware, a protocolstack, a database management system, an operating system, across-platform runtime environment, a virtual machine, or a combinationof one or more of them. The apparatus and execution environment canrealize various different computing model infrastructures, such as webservices, distributed computing and grid computing infrastructures.

A computer program (also known as a program, software, softwareapplication, script, or code) can be written in any form of programminglanguage, including compiled or interpreted languages, declarative orprocedural languages, and it can be deployed in any form, including as astand-alone program or as a module, component, subroutine, object, orother unit suitable for use in a computing environment. A computerprogram may, but need not, correspond to a file in a file system. Aprogram can be stored in a portion of a file that holds other programsor data (e.g., one or more scripts stored in a markup languagedocument), in a single file dedicated to the program in question, or inmultiple coordinated files (e.g., files that store one or more modules,sub-programs, or portions of code). A computer program can be deployedto be executed on one computer or on multiple computers that are locatedat one site or distributed across multiple sites and interconnected by acommunication network.

Processors suitable for the execution of a computer program include, byway of example, both general and special-purpose microprocessors, andany one or more processors of any kind of digital computer. Generally, aprocessor will receive instructions and data from a read-only memory ora random access memory or both. The essential elements of a computer area processor for performing actions in accordance with instructions andone or more memory devices for storing instructions and data. Generally,a computer will also include, or be operatively coupled to receive datafrom or transfer data to, or both, one or more mass storage devices forstoring data, e.g., magnetic, magneto-optical disks, or optical disks.However, a computer need not have such devices. Moreover, a computer canbe embedded in another device, e.g., a mobile telephone, a personaldigital assistant (PDA), a mobile audio or video player, a game console,a Global Positioning System (GPS) receiver, or a portable storage device(e.g., a universal serial bus (USB) flash drive), to name just a few.Devices suitable for storing computer program instructions and datainclude all forms of non-volatile memory, media and memory devices,including by way of example semiconductor memory devices, e.g., EPROM,EEPROM, and flash memory devices; magnetic disks, e.g., internal harddisks or removable disks; magneto-optical disks; and CD-ROM and DVD-ROMdisks. The processor and the memory can be supplemented by, orincorporated in, special purpose logic circuitry.

To provide for interaction with a user, implementations of the subjectmatter described in this specification can be implemented on a computerhaving a display device, e.g., a CRT (cathode ray tube) or LCD (liquidcrystal display) monitor, for displaying information to the user and akeyboard and a pointing device, e.g., a mouse or a trackball, by whichthe user can provide input to the computer. Other kinds of devices canbe used to provide for interaction with a user as well; for example,feedback provided to the user can be any form of sensory feedback, e.g.,visual feedback, auditory feedback, or tactile feedback; and input fromthe user can be received in any form, including acoustic, speech, ortactile input.

While this specification contains many specific implementation details,these should not be construed as limitations on the scope of anyinventions or of what may be claimed, but rather as descriptions offeatures specific to particular implementations of particularinventions. Certain features described in this specification in thecontext of separate implementations can also be implemented incombination in a single implementation. Conversely, various featuresdescribed in the context of a single implementation can also beimplemented in multiple implementations separately or in any suitablesubcombination. Moreover, although features may be described above asacting in certain combinations and even initially claimed as such, oneor more features from a claimed combination can in some cases be excisedfrom the combination, and the claimed combination may be directed to asubcombination or variation of a subcombination.

Similarly, while operations are depicted in the drawings in a particularorder, this should not be understood as requiring that such operationsbe performed in the particular order shown or in sequential order, orthat all illustrated operations be performed, to achieve desirableresults. In certain circumstances, multitasking and parallel processingmay be advantageous. Moreover, the separation of various systemcomponents in the implementations described above should not beunderstood as requiring such separation in all implementations, and itshould be understood that the described program components and systemscan generally be integrated in a single software product or packagedinto multiple software products.

The phraseology and terminology used herein is for the purpose ofdescription and should not be regarded as limiting. The use of“including” “comprising” “having” “containing” “involving”“characterized by” “characterized in that” and variations thereofherein, is meant to encompass the items listed thereafter, equivalentsthereof, and additional items, as well as alternate embodimentsconsisting of the items listed thereafter exclusively. In oneembodiment, the systems and methods described herein consist of one,each combination of more than one, or all of the described elements,acts, or components.

Any references to embodiments or elements or acts of the systems andmethods herein referred to in the singular may also embrace embodimentsincluding several of these elements, and any references in plural to anyembodiment or element or act herein may also embrace embodimentsincluding only a single element. References in the singular or pluralform are not intended to limit the presently disclosed systems ormethods, their components, acts, or elements to single or pluralconfigurations. References to any act or element being based on anyinformation, act or element may include embodiments where the act orelement is based at least in part on any information, act, or element.

Any implementation disclosed herein may be combined with any otherimplementation or embodiment, and references to “an implementation,”“some implementation,” “an alternate implementation,” “variousimplementation,” “one implementation” or the like are not necessarilymutually exclusive and are intended to indicate that a particularfeature, structure, or characteristic described in connection with theembodiment may be included in at least one implementation or embodiment.Such terms as used herein are not necessarily all referring to the sameembodiment. Any embodiment may be combined with any other embodiment,inclusively or exclusively, in any manner consistent with the aspectsand embodiments disclosed herein.

References to “or” may be construed as inclusive so that any termsdescribed using “or” may indicate any of a single, more than one, andall of the described terms.

Thus, particular implementations of the subject matter have beendescribed. Other implementations are within the scope of the followingclaims. In some cases, the actions recited in the claims can beperformed in a different order and still achieve desirable results. Inaddition, the processes depicted in the accompanying figures do notnecessarily require the particular order shown, or sequential order, toachieve desirable results. In certain implementations, multitasking andparallel processing may be advantageous.

What is claimed is:
 1. A method of identifying ad elements of web pagesvia a computer network, comprising: obtaining, by one or more processorsof at least one data processing system, advertisement parameters of anad slot of a web page and web page parameters of the ad slot of the webpage; concatenating, by the at least one data processing system, theadvertisement parameters of the ad slot into a first string;concatenating, by the at least one data processing system, the web pageparameters of the ad slot into a second string; combining, by the atleast one data processing system, the first string and the second stringto generate a combined string; generating, the at least one dataprocessing system, a unique identifier of the ad slot using a mappingfunction based on the combined string, the unique identifier of the adslot associated with a URL identifier of the web page; evaluating atleast one database to determine one of a presence of historical ad slotdata and an absence of the historical ad slot data by searching for ahistorical unique ad slot identifier that matches the unique identifierof the ad slot, the historical unique ad slot identifier associated withthe URL identifier of the web page; and providing, via the computernetwork, content for display in the ad slot of the web page based atleast in part on a result of evaluating the at least one database. 2.The method of claim 1, further comprising: determining a match betweenthe unique identifier of the ad slot associated with the URL identifierof the web page and the historical unique ad slot identifier associatedwith the URL identifier of the web page; selecting the content based atleast in part on the historical ad slot data; and providing the contentfor display in the ad slot of the web page.
 3. The method of claim 1,wherein the content is an advertisement, further comprising: determiningan absence of a match between the unique identifier of the ad slotassociated with the URL identifier of the web page and the historicalunique ad slot identifier associated with the URL identifier of the webpage; identifying, responsive to the absence of the match, a domain nameof the web page associated with the URL identifier of the web page;associating the unique identifier of the ad slot with the domain name;associating the historical unique ad slot identifier with the domainname; detecting a match between the unique identifier of the ad slotassociated with the domain name and the historical unique ad slotidentifier associated with the domain name; selecting the advertisementbased at least in part on the historical ad slot data; and providing theadvertisement for display in the ad slot of the web page.
 4. The methodof claim 1, wherein the mapping function is a hash function.
 5. Themethod of claim 1, further comprising: determining a match between theunique identifier of the ad slot and the historical unique ad slotidentifier; determining a location of the ad slot on the web page basedon the historical ad slot data; and selecting the content based at leastin part on the location of the ad slot and a requirement of a locationfor placing the content.
 6. The method of claim 1, wherein thehistorical ad slot data includes the historical unique ad slotidentifier, the URL identifier of the web page, a location of the adslot on the web page, and an indication of ad slot activity including atleast one of a click through rate, a conversion rate, a click throughvolume, a conversion volume, a type of advertisement.
 7. The method ofclaim 1, wherein the advertisement parameters comprise at least one ofan ad width, an ad height, an ad type, an ad format, and an ad slotname, and wherein the web page parameters comprise a plurality ofidentifiers of parent nodes of the ad slot in a hierarchical structureof the web page.
 8. A system of identifying ad elements of web pages viaa computer network, comprising: a data processing system comprising atleast one processor configured to: obtain advertisement parameters of anad slot of a web page and web page parameters of the ad slot of the webpage; produce a first string of the advertisement parameters of the adslot; produce a second string of the web page parameters of the ad slot;combine the first string and the second string to generate a combinedstring; generate a unique identifier of the ad slot using a mappingfunction based on the combined string, wherein the unique identifier ofthe ad slot is associated with a URL identifier of the web page;evaluate at least one database to determine one of a presence ofhistorical ad slot data and an absence of the historical ad slot data bysearching for a historical unique ad slot identifier that matches theunique identifier of the ad slot, wherein the historical unique ad slotidentifier is associated with the URL identifier of the web page; andprovide content for display in the ad slot of the web page based atleast in part on a result of the evaluation of the database.
 9. Thesystem of claim 8, further comprising the data processing systemconfigured to: determine a match between the unique identifier of the adslot associated with the URL identifier of the web page and thehistorical unique ad slot identifier associated with the URL identifierof the web page; select the content based at least in part on thehistorical ad slot data; and provide the content for display in the adslot of the web page.
 10. The system of claim 8, wherein the content isan advertisement, further comprising the data processing systemconfigured to: determine an absence of a match between the uniqueidentifier of the ad slot associated with the URL identifier of the webpage and the historical unique ad slot identifier associated with theURL identifier of the web page; identify, responsive to the absence ofthe match, a domain name of the web page associated with the URLidentifier of the web page; associate the unique identifier of the adslot with the domain name; associate the historical unique ad slotidentifier with the domain name; detect a match between the uniqueidentifier of the ad slot associated with the domain name and thehistorical unique ad slot identifier associated with the domain name;select the advertisement based at least in part on the historical adslot data; and provide the advertisement for display in the ad slot ofthe web page.
 11. The system of claim 8, wherein the mapping function isa hash function.
 12. The system of claim 8, further comprising the dataprocessing system configured to: determine a match between the uniqueidentifier of the ad slot and the historical unique ad slot identifier;determine a location of the ad slot on the web page based on thehistorical ad slot data; and select the content based at least in parton the location of the ad slot and a requirement of a location forplacing the content.
 13. The system of claim 8, wherein the historicalad slot data includes the historical unique ad slot identifier, the URLidentifier of the web page, a location of the ad slot on the web page,and an indication of ad slot activity including at least one of a clickthrough rate, a conversion rate, a click through volume, a conversionvolume, a type of advertisement.
 14. The system of claim 8, wherein theadvertisement parameters comprise at least one of an ad width, an adheight, an ad type, an ad format, and an ad slot name, and wherein theweb page parameters comprise a plurality of identifiers of parent nodesof the ad slot in a hierarchical structure of the web page.
 15. Anon-transitory computer readable medium having machine instructionsstored therein, the instructions being executable by one or moreprocessors to cause the one or more processors to perform operationscomprising: obtain advertisement parameters of an ad slot of a web pageand web page parameters of the ad slot of the web page; concatenate theadvertisement parameters of the ad slot into a first string; concatenatethe web page parameters of the ad slot into a second string; combine thefirst string and the second string to generate a combined string;generate a unique identifier of the ad slot using a mapping functionbased on the combined string, wherein the unique identifier of the adslot is associated with a URL identifier of the web page; evaluate atleast one database to determine one of a presence of historical ad slotdata and an absence of the historical ad slot data by searching for ahistorical unique ad slot identifier that matches the unique identifierof the ad slot, wherein the historical unique ad slot identifier isassociated with the URL identifier of the web page; and provide contentfor display in the ad slot of the web page based at least in part on aresult of the evaluation of the database.
 16. The non-transitorycomputer readable medium of claim 15, the instructions furthercomprising instructions to: determine a match between the uniqueidentifier of the ad slot associated with the URL identifier of the webpage and the historical unique ad slot identifier associated with theURL identifier of the web page; select the content based at least inpart on the historical ad slot data; and provide the content for displayin the ad slot of the web page.
 17. The non-transitory computer readablemedium of claim 15, wherein the content includes an advertisement, theinstructions further comprising instructions to: determine an absence ofa match between the unique identifier of the ad slot associated with theURL identifier of the web page and the historical unique ad slotidentifier associated with the URL identifier of the web page; identify,responsive to the absence of the match, a domain name of the web pageassociated with the URL identifier of the web page; associate the uniqueidentifier of the ad slot with the domain name; associate the historicalunique ad slot identifier with the domain name; detect a match betweenthe unique identifier of the ad slot associated with the domain name andthe historical unique ad slot identifier associated with the domainname; select the advertisement based at least in part on the historicalad slot data; and provide the advertisement for display in the ad slotof the web page.
 18. The non-transitory computer readable medium ofclaim 15, the instructions further comprising instructions to: determinea match between the unique identifier of the ad slot and the historicalunique ad slot identifier; determine a location of the ad slot on theweb page based on the historical ad slot data; and select the contentbased at least in part on the location of the ad slot and a requirementof a location for placing the content.
 19. The non-transitory computerreadable medium of claim 15, wherein the historical ad slot dataincludes the historical unique ad slot identifier, the URL identifier ofthe web page, a location of the ad slot on the web page, and anindication of ad slot activity including at least one of a click throughrate, a conversion rate, a click through volume, a conversion volume, atype of advertisement.
 20. The non-transitory computer readable mediumof claim 15, wherein the advertisement parameters comprise at least oneof an ad width, an ad height, an ad type, an ad format, and an ad slotname, and wherein the web page parameters comprise a plurality ofidentifiers of parent nodes of the ad slot in a hierarchical structureof the web page.